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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Stellar Agent Search

io.github.berkingurcan

Verified

Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

TypeUI

io.github.bergside

Verified

Design systems, UI prompts, and layout variations for AI coding tools.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Godot Agent Loop

io.github.beremaran

Verified

MCP automation loop with 167 tested tools for Godot 4

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Zoogent

io.github.bepunk

Verified

AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP tools.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Social Perks

io.github.benzatkulak-collab

Verified

Agent-native marketing platform: create campaigns, submit proofs, review submissions.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Cartograph

io.github.benteigland11

Verified

Local-first reusable implementation registry for AI agents and versioned widgets.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

QR for Agent

io.github.benswel

Verified

Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Mob (Demo)

io.github.benkaiser

Verified

Ephemeral no-signup demo of Mob, an AI-first personal CRM you run in natural language.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Mob

io.github.benkaiser

Verified

An AI-first personal CRM you run in natural language: contacts, reminders, notes, and more.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Munition

io.github.benjammartin

Verified

x402-paid Upload and Flight Search tools for AI agents.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Armbrain

io.github.benfinklea

Verified

AI memory layer for fractional CMOs -- client-partitioned minds, meeting prep, and EOS.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Storylenses

io.github.benediktgirz

Verified

AI cover letter generation for agents. Job analysis, profile matching, narrative letters.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Pigeonpost

io.github.bekirdag

Verified

Private asynchronous Pigeonpost messaging for AI agents over local MCP stdio.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Palimpsest — censorship, China economy and model-eval observatory

io.github.beepboop2025

Verified

Rights-aware censorship, China-economic status, and tamper-evident AI evaluation tools.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Vynn Mcp

io.github.beee003

Verified

Self-improving AI workflows with backtesting, prompt optimization, and scheduling

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Beckett - MCP for Godot

io.github.beckettlab

Verified

MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)

io.github.bebopp187-stack

Verified

Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Daimonos

io.github.beardfaceguy

Verified

Agent-optimized MCP server with structured JSON tools. 20-45% token savings.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Modulor

io.github.bcllcc

Verified

Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/IFC, import DXF.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Queryshield

io.github.bch1212

Verified

Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Pubrecords

io.github.bch1212

Verified

US public-records intelligence for AI agents — companies, SEC, courts, spending, licenses.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Modelwatch

io.github.bch1212

Verified

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

STDIODesktop only
AI & ML0 toolsSep 28, 2026

Mcp Grantiq

io.github.bch1212

Verified

Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.

Streamable HTTPWeb executable
AI & ML0 toolsSep 28, 2026

Injectshield

io.github.bch1212

Verified

Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.

STDIODesktop only
AI & ML0 toolsSep 28, 2026